{"id":"https://openalex.org/W4212896732","doi":"https://doi.org/10.1145/3488560.3498503","title":"Differential Query Semantic Analysis","display_name":"Differential Query Semantic Analysis","publication_year":2022,"publication_date":"2022-02-11","ids":{"openalex":"https://openalex.org/W4212896732","doi":"https://doi.org/10.1145/3488560.3498503"},"language":"en","primary_location":{"id":"doi:10.1145/3488560.3498503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488560.3498503","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000514726","display_name":"Sahiti Labhishetty","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahiti Labhishetty","raw_affiliation_strings":["University of Illinois Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028518494","display_name":"ChengXiang Zhai","orcid":"https://orcid.org/0000-0002-6434-3702"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"ChengXiang Zhai","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031241828","display_name":"Min Xie","orcid":"https://orcid.org/0000-0003-2356-782X"},"institutions":[{"id":"https://openalex.org/I1330693074","display_name":"Walmart (United States)","ror":"https://ror.org/04j0gge90","country_code":"US","type":"company","lineage":["https://openalex.org/I1330693074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Min Xie","raw_affiliation_strings":["WalmartLabs, Sunnyvale, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WalmartLabs, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1330693074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078922597","display_name":"Gong Lin","orcid":"https://orcid.org/0000-0001-7104-720X"},"institutions":[{"id":"https://openalex.org/I1330693074","display_name":"Walmart (United States)","ror":"https://ror.org/04j0gge90","country_code":"US","type":"company","lineage":["https://openalex.org/I1330693074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Gong","raw_affiliation_strings":["WalmartLabs, Sunnyvale, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WalmartLabs, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1330693074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010205474","display_name":"Rahul Sharnagat","orcid":"https://orcid.org/0009-0005-9080-5287"},"institutions":[{"id":"https://openalex.org/I1330693074","display_name":"Walmart (United States)","ror":"https://ror.org/04j0gge90","country_code":"US","type":"company","lineage":["https://openalex.org/I1330693074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Sharnagat","raw_affiliation_strings":["WalmartLabs, Sunnyvale, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WalmartLabs, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1330693074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028024948","display_name":"Satya Chembolu","orcid":null},"institutions":[{"id":"https://openalex.org/I1330693074","display_name":"Walmart (United States)","ror":"https://ror.org/04j0gge90","country_code":"US","type":"company","lineage":["https://openalex.org/I1330693074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Satya Chembolu","raw_affiliation_strings":["WalmartLabs, Sunnyvale, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WalmartLabs, Sunnyvale, CA, USA","institution_ids":["https://openalex.org/I1330693074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01138142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"535","last_page":"543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8141418695449829},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6316260099411011},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.6184728741645813},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.6027002334594727},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.5658568739891052},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.5182273387908936},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4539501368999481},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.452719509601593},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.45086368918418884},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.4406246244907379},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.43472328782081604},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3930300772190094},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.2978794574737549}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8141418695449829},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6316260099411011},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.6184728741645813},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.6027002334594727},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.5658568739891052},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.5182273387908936},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4539501368999481},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.452719509601593},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.45086368918418884},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.4406246244907379},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.43472328782081604},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3930300772190094},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.2978794574737549},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3488560.3498503","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3488560.3498503","pdf_url":null,"source":{"id":"https://openalex.org/S4363608885","display_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1973289172","https://openalex.org/W1981485659","https://openalex.org/W1983305952","https://openalex.org/W2001306626","https://openalex.org/W2034927834","https://openalex.org/W2057978375","https://openalex.org/W2098700435","https://openalex.org/W2146950091","https://openalex.org/W2338381085","https://openalex.org/W2604851540","https://openalex.org/W2741497758","https://openalex.org/W2747122324","https://openalex.org/W2798904209","https://openalex.org/W2897055093","https://openalex.org/W2911988918","https://openalex.org/W2945451944","https://openalex.org/W2949860041","https://openalex.org/W2964369530","https://openalex.org/W2980918481","https://openalex.org/W2987643772","https://openalex.org/W2989224055","https://openalex.org/W2990816204","https://openalex.org/W3034828204","https://openalex.org/W3080576782","https://openalex.org/W3101157305","https://openalex.org/W3102119336"],"related_works":["https://openalex.org/W2572349046","https://openalex.org/W2096359267","https://openalex.org/W2026738364","https://openalex.org/W2113390685","https://openalex.org/W3197639690","https://openalex.org/W2124814993","https://openalex.org/W8514837","https://openalex.org/W1981131819","https://openalex.org/W2017989738","https://openalex.org/W2186703450"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,28,36,48,52,85],"novel":[3],"strategy":[4],"for":[5],"analyzing":[6],"E-Com":[7,95],"search":[8,22,96,106],"logs":[9,23],"called":[10],"Differential":[11],"Query":[12],"Semantic":[13],"Analysis":[14],"(DQSA)":[15],"to":[16,42,73],"discover":[17,66],"explicit":[18],"interpretable":[19],"knowledge":[20],"from":[21,35],"in":[24,81],"the":[25,43,82,100,111],"form":[26],"of":[27,47,54,69,84,94,105,110,113],"semantic":[29],"lexicon":[30],"that":[31,62],"makes":[32],"context-specific":[33],"mapping":[34],"query":[37,56,71],"segment":[38],"(word":[39],"or":[40],"phrase)":[41],"preferred":[44,75],"attribute":[45,59],"values":[46,60,80],"product.":[49],"Evaluation":[50],"on":[51],"set":[53],"size-related":[55,70],"segments":[57,72],"and":[58,78,108,116],"shows":[61],"DQSA":[63,88],"can":[64],"effectively":[65],"meaningful":[67],"mappings":[68],"their":[74],"specific":[76],"attributes":[77,79],"context":[83],"product":[86],"type.":[87],"has":[89],"many":[90],"uses":[91],"including":[92],"improvement":[93],"accuracy":[97],"by":[98],"bridging":[99],"vocabulary":[101],"gap,":[102],"comparative":[103],"analysis":[104],"intent,":[107],"alleviation":[109],"problem":[112],"tail":[114],"queries":[115],"products.":[117]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
